Machine Learning systems notes. Some ‘ML’ math at the start, hardware stuff in the middle, training/inference and optimizations at the back. LLMs TBD.
Linear Models Simplest linear model: …
This document aims to provide: 1) a high-level understanding of Artificial Intelligence/Machine Learning, 2) predictions on how it will impact software engineering and product development, and 3) …
Hiring Mental Model This is my mental model for hiring people into an established organization. TLDR: it’s about the courtship, how well the individuals career story fits with the opportunity, …
Managing Managers Notes [This is a bunch of bullet points on managing managers and teams, and that ended up being the foundation of a large set of ‘mental models’ I wrote. More on how to …
I was watching “The half of it” on Netflix over the weekend (a lighthearted comedy-drama written by an ex-Microsoft software engineer-turned-writer, Alice Wu) and a scene in the movie just …
Regularly writing down both what I’m thinking and how I think about things has been the highest impact career tool I’ve learned to date (it’s up there with learning Vim). It helps me …